Triple

T2505275
Position Surface form Disambiguated ID Type / Status
Subject Khoe languages E52562 entity
Predicate hasSubgroup P747 FINISHED
Object Western Kalahari Khoe
Western Kalahari Khoe is a subgroup of the Khoe languages spoken by Khoe-speaking communities in the western Kalahari region of southern Africa.
 E274840 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Western Kalahari Khoe | Statement: [Khoe languages, hasSubgroup, Western Kalahari Khoe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Western Kalahari Khoe
Context triple: [Khoe languages, hasSubgroup, Western Kalahari Khoe]
  • A. Eastern Kalahari Khoe
    Eastern Kalahari Khoe is a subgroup of the Khoe languages spoken by Khoe-speaking communities in the eastern Kalahari region of southern Africa.
  • B. Karoo
    The Karoo is a vast semi-arid region in South Africa characterized by sparse vegetation, unique succulent flora, and extreme temperature variations.
  • C. Namaqualand
    Namaqualand is a semi-desert region in southwestern Africa famed for its spectacular seasonal wildflower displays and unique biodiversity.
  • D. Griqualand West
    Griqualand West was a 19th-century British colonial territory in southern Africa, centered on the diamond-rich area around Kimberley.
  • E. Kalahari Basin
    The Kalahari Basin is a large inland drainage basin in southern Africa that encompasses and gives rise to the arid Kalahari Desert and surrounding semi-arid regions.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Western Kalahari Khoe
Triple: [Khoe languages, hasSubgroup, Western Kalahari Khoe]
Generated description
Western Kalahari Khoe is a subgroup of the Khoe languages spoken by Khoe-speaking communities in the western Kalahari region of southern Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Western Kalahari Khoe
Target entity description: Western Kalahari Khoe is a subgroup of the Khoe languages spoken by Khoe-speaking communities in the western Kalahari region of southern Africa.
  • A. Eastern Kalahari Khoe
    Eastern Kalahari Khoe is a subgroup of the Khoe languages spoken by Khoe-speaking communities in the eastern Kalahari region of southern Africa.
  • B. Karoo
    The Karoo is a vast semi-arid region in South Africa characterized by sparse vegetation, unique succulent flora, and extreme temperature variations.
  • C. Namaqualand
    Namaqualand is a semi-desert region in southwestern Africa famed for its spectacular seasonal wildflower displays and unique biodiversity.
  • D. Griqualand West
    Griqualand West was a 19th-century British colonial territory in southern Africa, centered on the diamond-rich area around Kimberley.
  • E. Kalahari Basin
    The Kalahari Basin is a large inland drainage basin in southern Africa that encompasses and gives rise to the arid Kalahari Desert and surrounding semi-arid regions.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ab4957b3a88190adf968ae0c1b931c completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd1cec9f48190848b6129aa394ce4 completed March 7, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69af2b8fa0d88190bc153a460091bcf1 completed March 9, 2026, 8:20 p.m.
NEDg Description generation batch_69af4eaa34e88190a5505b7db380501b completed March 9, 2026, 10:50 p.m.
NED2 Entity disambiguation (via description) batch_69af4f0fba788190802a14103a93d160 completed March 9, 2026, 10:51 p.m.
Created at: March 6, 2026, 9:46 p.m.